| step,epoch,total_loss,ce_loss,kl_loss,lambda_kl,weighted_kl | |
| 1,0.1,0.511496,0.510502,0.000995,1.0,0.000995 | |
| 2,0.2,1.016224,0.544139,0.472085,1.0,0.472085 | |
| 3,0.3,0.601374,0.424637,0.176737,1.0,0.176737 | |
| 4,0.4,0.572086,0.480336,0.09175,1.0,0.09175 | |
| 5,0.5,0.531319,0.410735,0.120584,1.0,0.120584 | |
| 6,0.6,0.575735,0.444787,0.130948,1.0,0.130948 | |
| 7,0.7,0.504727,0.386459,0.118268,1.0,0.118268 | |
| 8,0.8,0.538125,0.430491,0.107635,1.0,0.107635 | |
| 9,0.9,0.493732,0.38243,0.111303,1.0,0.111303 | |
| 10,1.0,0.496017,0.394671,0.101345,1.0,0.101345 | |
| 11,1.1,0.394405,0.287855,0.10655,1.0,0.10655 | |
| 12,1.2,0.446643,0.3533,0.095737,0.975,0.093343 | |
| 13,1.3,0.392388,0.305773,0.091173,0.95,0.086615 | |
| 14,1.4,0.360105,0.288071,0.077874,0.925,0.072034 | |
| 15,1.5,0.415859,0.331615,0.093604,0.9,0.084243 | |
| 16,1.6,0.35702,0.273872,0.095026,0.875,0.083148 | |
| 17,1.7,0.325292,0.2495,0.089166,0.85,0.075791 | |
| 18,1.8,0.416785,0.333094,0.101443,0.825,0.083691 | |
| 19,1.9,0.432763,0.353152,0.099513,0.8,0.079611 | |
| 20,2.0,0.321208,0.252479,0.088682,0.775,0.068729 | |
| 21,2.1,0.312627,0.25144,0.081583,0.75,0.061187 | |
| 22,2.2,0.279543,0.218081,0.084776,0.725,0.061462 | |
| 23,2.3,0.266282,0.211751,0.077902,0.7,0.054531 | |
| 24,2.4,0.24146,0.193625,0.070866,0.675,0.047835 | |
| 25,2.5,0.281355,0.228921,0.080668,0.65,0.052434 | |
| 26,2.6,0.27292,0.219579,0.085346,0.625,0.053341 | |
| 27,2.7,0.300875,0.247975,0.088167,0.6,0.0529 | |
| 28,2.8,0.275081,0.227481,0.082783,0.575,0.0476 | |
| 29,2.9,0.332112,0.260958,0.129371,0.55,0.071154 | |
| 30,3.0,0.243961,0.196709,0.090003,0.525,0.047252 | |
| 31,3.1,0.201037,0.155606,0.090863,0.5,0.045431 | |
| 32,3.2,0.231809,0.176255,0.116957,0.475,0.055554 | |
| 33,3.3,0.221151,0.184103,0.082329,0.45,0.037048 | |
| 34,3.4,0.205875,0.165267,0.095549,0.425,0.040608 | |
| 35,3.5,0.186765,0.143731,0.107585,0.4,0.043034 | |
| 36,3.6,0.207938,0.159215,0.129929,0.375,0.048723 | |
| 37,3.7,0.156872,0.1153,0.118778,0.35,0.041572 | |
| 38,3.8,0.195508,0.148235,0.145456,0.325,0.047273 | |
| 39,3.9,0.195192,0.151226,0.146555,0.3,0.043966 | |
| 40,4.0,0.180774,0.139215,0.151124,0.275,0.041559 | |
| 41,4.1,0.119815,0.087757,0.128235,0.25,0.032059 | |
| 42,4.2,0.131707,0.094378,0.16591,0.225,0.03733 | |
| 43,4.3,0.140382,0.102098,0.191417,0.2,0.038283 | |
| 44,4.4,0.1455,0.112854,0.186549,0.175,0.032646 | |
| 45,4.5,0.110503,0.081905,0.190647,0.15,0.028597 | |
| 46,4.6,0.092831,0.066552,0.210232,0.125,0.026279 | |
| 47,4.7,0.107449,0.082429,0.250205,0.1,0.02502 | |
| 48,4.8,0.077413,0.057663,0.263337,0.075,0.01975 | |
| 49,4.9,0.083262,0.069313,0.278989,0.05,0.013949 | |
| 50,5.0,0.117898,0.107473,0.416972,0.025,0.010424 | |